The use of time-frequency moments as inputs of lstm network for ecg signal classification

G Kłosowski, T Rymarczyk, D Wójcik, S Skowron… - Electronics, 2020 - mdpi.com
This paper refers to the method of using the deep neural long-short-term memory (LSTM)
network for the problem of electrocardiogram (ECG) signal classification. ECG signals …

[PDF][PDF] Maintenance of industrial reactors supported by deep learning driven ultrasound tomography

G Kłosowski, T Rymarczyk, K Kania… - Eksploatacja i …, 2020 - bibliotekanauki.pl
Monitoring of industrial processes is an important element ensuring the proper maintenance
of equipment and high level of processes reliability. The presented research concerns the …

Measurement of granular temperature and velocity profile of granular flow in silos

Q Chen, R Li, WZ Xiu, V Zivkovic, H Yang - Powder Technology, 2021 - Elsevier
In this paper we report experimental results on the granular temperature and velocity profile
of glass beads in steady-state flow inside a flat-bottomed silo. We found that the dynamics of …

Interactive timeline approach for contextual spatio-temporal ECT data investigation

A Romanowski, Z Chaniecki, A Koralczyk, M Woźniak… - Sensors, 2020 - mdpi.com
This paper presents a novel approach to a complex process of electrical capacitance
tomography (ECT) measurement data analysis. ECT is frequently employed for non-invasive …

Experimental Investigation of Two-Phase Flow Properties of Heterogeneous Rocks Based on X-Ray Microfocus Radiography

P Aérens, DN Espinoza, C Torres-Verdín - SPE Journal, 2024 - onepetro.org
An uncommon facet of formation evaluation is the assessment of flow-related in-situ
properties of rocks. Most of the models used to describe two-phase flow properties of porous …

Selected annotated instance segmentation sub-volumes from a large scale CT data-set of a historic aircraft

R Gruber, N Reims, A Hempfer, S Gerth, M Böhnel… - Scientific Data, 2024 - nature.com
Abstract The Me 163 was a Second World War fighter airplane and is currently displayed in
the Deutsches Museum in Munich, Germany. A complete computed tomography (CT) scan …

Experimental Time-Lapse Visualization of Mud-Filtrate Invasion and Mudcake Deposition Using X-Ray Radiography

P Aérens, C Torres-Verdín, N Espinoza - Petrophysics-The SPWLA …, 2023 - onepetro.org
Accurate description and modeling of multiphase fluid flow are of paramount importance for
subsurface resource engineering. The main source of information to quantify in-situ rock …

ARchemist: Towards in-situ experimental guidance using augmented reality technology

M Woźniak, A Lewczuk, K Adamkiewicz… - Proceedings of the 18th …, 2020 - dl.acm.org
Blending theoretical knowledge with applicable skills is one of the most important
challenges in modern higher education, especially in STEM areas. Therefore, new …

[PDF][PDF] Image reconstruction in ultrasound transmission tomography using the Fermat's Principle

K Kania, M Maj, T Rymarczyk, P Adamkiewicz… - Przegląd …, 2020 - pe.org.pl
The article presents image reconstruction in ultrasonic transmission tomography using the
Fermat principle. The application consists of an ultrasound tomograph built by the authors …

Design of innovative measurement systems in ultrasonic tomography

M Gołąbek, T Rymarczyk - Informatyka, Automatyka, Pomiary w …, 2022 - yadda.icm.edu.pl
The article describes the progress of construction and research works on ultrasound
tomography. The devices allow for non-invasive measurements of various objects using …